Videos

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Frank Noe - Advancing molecular simulation with deep learning - IPAM at UCLA Thumbnail

Frank Noe - Advancing molecular simulation with deep learning - IPAM at UCLA

Presenter
  • Frank Noe
January 23, 2023
IPAM
Fundamentals of Artificial Intelligence and Machine Learning (Part 2/2) Thumbnail

Fundamentals of Artificial Intelligence and Machine Learning (Part 2/2)

Presenter
  • Frank Noe
September 17, 2020
IPAM
Fundamentals of Artificial Intelligence and Machine Learning (Part 1/2) Thumbnail

Fundamentals of Artificial Intelligence and Machine Learning (Part 1/2)

Presenter
  • Frank Noe
September 15, 2020
IPAM
Deep Generative Learning for Physics Many-Body Systems Thumbnail

Deep Generative Learning for Physics Many-Body Systems

Presenter
  • Frank Noe
September 23, 2019
IPAM
Connection between Statistics and Machine Learning Thumbnail

Connection between Statistics and Machine Learning

Presenter
  • Frank Noe
September 10, 2019
IPAM
Intro to Machine Learning (Part 2/2) Thumbnail

Intro to Machine Learning (Part 2/2)

Presenter
  • Frank Noe
September 6, 2019
IPAM
Intro to Machine Learning (Part 1/2) Thumbnail

Intro to Machine Learning (Part 1/2)

Presenter
  • Frank Noe
September 5, 2019
IPAM
Variational approximation of dynamical systems using machine learning Thumbnail

Variational approximation of dynamical systems using machine learning

Presenter
  • Frank Noé
February 11, 2019
IPAM
Beyond the second timescale in all-atom MD: shallow and deep kinetic models for biomolecules Thumbnail

Beyond the second timescale in all-atom MD: shallow and deep kinetic models for biomolecules

Presenter
  • Frank Noé
October 31, 2017
IPAM
Machine learning methods for physics and chemistry 2: Deep learning Thumbnail

Machine learning methods for physics and chemistry 2: Deep learning

Presenter
  • Frank Noé
September 15, 2017
IPAM
Machine learning methods for physics and chemistry 1: Regression and Kernel methods Thumbnail

Machine learning methods for physics and chemistry 1: Regression and Kernel methods

Presenter
  • Frank Noé
September 15, 2017
IPAM
Finding slow modes and accessing very long timescales in molecular dynamics Thumbnail

Finding slow modes and accessing very long timescales in molecular dynamics

Presenter
  • Frank Noé
October 24, 2016
IPAM